From a81d78b68015bba182b9ccbfa602bc49592ce172 Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Mon, 12 Sep 2022 00:51:39 +0000 Subject: [PATCH] [GH-PAGES] Updated website --- master/.buildinfo | 2 +- master/.doctrees/environment.pickle | Bin 104607 -> 104607 bytes .../getting-started/installation.doctree | Bin 5899 -> 5899 bytes .../tutorials/01-vector-add.doctree | Bin 27862 -> 27862 bytes .../tutorials/02-fused-softmax.doctree | Bin 34027 -> 34027 bytes .../03-matrix-multiplication.doctree | Bin 55926 -> 55926 bytes .../tutorials/04-low-memory-dropout.doctree | Bin 35766 -> 35766 bytes .../tutorials/05-layer-norm.doctree | Bin 34998 -> 34998 bytes .../tutorials/06-fused-attention.doctree | Bin 37781 -> 37781 bytes .../tutorials/07-libdevice-function.doctree | Bin 22463 -> 22463 bytes .../getting-started/tutorials/index.doctree | Bin 19309 -> 19309 bytes .../tutorials/sg_execution_times.doctree | Bin 12419 -> 12419 bytes master/.doctrees/index.doctree | Bin 9700 -> 9700 bytes 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100644 --- a/master/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/master/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -234,7 +234,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p size Triton Torch 0 4096.0 9.600000 9.600000 1 8192.0 19.200000 19.200000 - 2 16384.0 38.400001 38.400001 + 2 16384.0 31.999999 38.400001 3 32768.0 76.800002 76.800002 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 @@ -245,7 +245,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p 10 4194304.0 780.190482 780.190482 11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 - 13 33554432.0 842.004273 842.004273 + 13 33554432.0 842.004273 843.811163 14 67108864.0 847.448255 848.362445 15 134217728.0 849.737435 850.656574 @@ -255,7 +255,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 1 minutes 35.051 seconds) + **Total running time of the script:** ( 1 minutes 46.118 seconds) .. _sphx_glr_download_getting-started_tutorials_01-vector-add.py: diff --git a/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt b/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt index 18a74353b..19735b68e 100644 --- a/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -278,16 +278,16 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t softmax-performance: N Triton Torch (native) Torch (jit) - 0 256.0 546.133347 546.133347 186.181817 + 0 256.0 546.133347 546.133347 190.511628 1 384.0 614.400016 585.142862 153.600004 2 512.0 655.360017 606.814814 154.566038 - 3 640.0 706.206879 640.000002 158.759699 + 3 640.0 706.206879 640.000002 160.000000 4 768.0 722.823517 664.216187 162.754967 .. ... ... ... ... - 93 12160.0 812.359066 406.179533 198.936606 - 94 12288.0 812.429770 415.661740 199.197579 - 95 12416.0 812.498981 412.149375 198.854847 - 96 12544.0 810.925276 412.971190 199.111113 + 93 12160.0 812.359066 406.603966 198.834951 + 94 12288.0 812.429770 415.661740 199.096718 + 95 12416.0 812.498981 412.149375 198.755369 + 96 12544.0 810.925276 412.971190 199.012395 97 12672.0 811.007961 412.097543 199.167004 [98 rows x 4 columns] @@ -306,7 +306,7 @@ In the above plot, we can see that: .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 3 minutes 28.987 seconds) + **Total running time of the script:** ( 3 minutes 31.735 seconds) .. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py: diff --git a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt index 0581f1325..b9828c43e 100644 --- a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -459,37 +459,37 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we matmul-performance: M cuBLAS ... Triton Triton (+ LeakyReLU) - 0 256.0 2.978909 ... 2.978909 2.978909 - 1 384.0 7.372800 ... 7.899428 8.507077 + 0 256.0 2.978909 ... 3.276800 2.978909 + 1 384.0 7.372800 ... 8.507077 8.507077 2 512.0 14.563555 ... 16.384000 16.384000 3 640.0 22.260869 ... 24.380953 24.380953 4 768.0 32.768000 ... 35.389441 34.028308 5 896.0 39.025776 ... 40.140799 39.025776 - 6 1024.0 49.932191 ... 53.773130 52.428801 - 7 1152.0 44.566925 ... 47.396572 47.396572 - 8 1280.0 51.200001 ... 57.690139 56.888887 + 6 1024.0 51.150050 ... 53.773130 52.428801 + 7 1152.0 45.242181 ... 47.396572 47.396572 + 8 1280.0 51.200001 ... 57.690139 57.690139 9 1408.0 64.138541 ... 68.147202 67.305878 - 10 1536.0 80.430545 ... 81.355034 78.643199 + 10 1536.0 80.430545 ... 81.355034 79.526831 11 1664.0 62.929456 ... 63.372618 62.492442 12 1792.0 72.512412 ... 73.460287 59.467852 - 13 1920.0 69.120002 ... 71.257735 71.257735 + 13 1920.0 69.120002 ... 71.626943 71.257735 14 2048.0 73.908442 ... 78.398206 77.314362 - 15 2176.0 83.155572 ... 87.876193 86.367588 + 15 2176.0 83.500614 ... 87.115360 85.998493 16 2304.0 68.446623 ... 78.064941 77.307030 - 17 2432.0 71.305746 ... 86.179335 75.118889 - 18 2560.0 77.833728 ... 82.747477 81.715711 - 19 2688.0 83.277839 ... 90.532356 88.628636 - 20 2816.0 79.011245 ... 83.712490 83.074685 - 21 2944.0 82.102191 ... 83.337844 82.102191 - 22 3072.0 81.825298 ... 88.890270 88.060814 - 23 3200.0 83.660130 ... 96.096095 92.888243 - 24 3328.0 83.226931 ... 85.500351 84.596116 - 25 3456.0 81.108217 ... 91.771848 85.676480 - 26 3584.0 85.633710 ... 97.416461 97.734120 - 27 3712.0 85.455380 ... 89.194055 87.783251 - 28 3840.0 80.284573 ... 86.197974 89.912191 - 29 3968.0 88.873953 ... 91.747320 84.328915 - 30 4096.0 92.820009 ... 83.055527 89.958266 + 17 2432.0 71.305746 ... 85.393507 75.118889 + 18 2560.0 77.833728 ... 82.956960 81.715711 + 19 2688.0 83.922689 ... 90.748936 89.888756 + 20 2816.0 79.879498 ... 84.360174 83.873477 + 21 2944.0 82.373605 ... 83.337844 82.373605 + 22 3072.0 82.540970 ... 89.593522 88.750943 + 23 3200.0 84.544253 ... 96.603776 94.604578 + 24 3328.0 82.181847 ... 84.795401 84.397770 + 25 3456.0 81.435930 ... 91.928814 91.097818 + 26 3584.0 86.665439 ... 94.349836 94.548254 + 27 3712.0 85.822459 ... 86.641231 87.860458 + 28 3840.0 83.277102 ... 93.484358 85.730230 + 29 3968.0 92.512459 ... 80.917732 77.648067 + 30 4096.0 87.552332 ... 93.858555 89.299883 [31 rows x 5 columns] @@ -499,7 +499,7 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 6 minutes 31.599 seconds) + **Total running time of the script:** ( 7 minutes 21.249 seconds) .. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py: diff --git a/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt b/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt index d1778b13a..94cda6ab9 100644 --- a/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt +++ b/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt @@ -240,7 +240,7 @@ References .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.012 seconds) + **Total running time of the script:** ( 0 minutes 0.280 seconds) .. _sphx_glr_download_getting-started_tutorials_04-low-memory-dropout.py: diff --git a/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt b/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt index c27a348b9..94674b03d 100644 --- a/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt +++ b/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt @@ -38,36 +38,36 @@ Layer Normalization layer-norm: N Triton Torch Apex - 0 1024.0 585.142849 277.694907 468.114273 + 0 1024.0 585.142849 277.694907 481.882344 1 1536.0 630.153868 323.368435 511.999982 - 2 2048.0 682.666643 334.367358 520.126988 - 3 2560.0 694.237267 365.714281 512.000013 + 2 2048.0 668.734716 334.367358 520.126988 + 3 2560.0 694.237267 365.714281 518.481028 4 3072.0 712.347810 378.092307 496.484863 - 5 3584.0 725.873439 384.859062 451.527536 - 6 4096.0 728.177767 381.023256 455.111095 - 7 4608.0 670.254540 394.267384 426.173427 - 8 5120.0 688.403381 397.669909 420.102563 - 9 5632.0 704.000002 395.228063 415.262685 - 10 6144.0 697.191505 402.885254 409.600010 + 5 3584.0 725.873439 384.859062 455.111115 + 6 4096.0 728.177767 381.023256 448.876695 + 7 4608.0 670.254540 396.387087 426.173427 + 8 5120.0 688.403381 397.669909 426.666652 + 9 5632.0 698.542675 396.969169 413.357796 + 10 6144.0 702.171410 402.885254 411.313806 11 6656.0 700.631610 400.360920 400.360920 12 7168.0 690.891575 396.844306 387.459443 - 13 7680.0 678.895043 393.846167 386.415087 - 14 8192.0 636.271854 393.609605 371.308771 - 15 8704.0 624.502255 389.005597 380.502740 - 16 9216.0 604.327881 407.337026 383.999986 - 17 9728.0 585.142883 409.599987 383.369452 + 13 7680.0 678.895043 392.587863 387.634072 + 14 8192.0 633.198054 393.609605 371.308771 + 15 8704.0 627.315309 389.005597 380.502740 + 16 9216.0 606.814809 407.337026 383.999986 + 17 9728.0 587.350922 409.599987 383.369452 18 10240.0 564.965524 408.578556 382.803739 - 19 10752.0 546.133312 411.559798 381.445676 + 19 10752.0 547.872604 411.559798 381.445676 20 11264.0 533.207081 406.826188 373.134567 21 11776.0 520.486200 409.599991 377.587162 - 22 12288.0 516.031509 413.911572 383.251457 + 22 12288.0 514.680630 414.784810 383.251457 23 12800.0 504.433489 410.420828 376.470582 24 13312.0 494.180982 405.699062 376.976995 25 13824.0 482.934503 411.888257 379.389355 26 14336.0 471.967074 406.695045 374.185964 27 14848.0 461.297068 408.192434 375.304904 28 15360.0 454.269882 406.214870 378.092307 - 29 15872.0 447.887117 406.974373 376.225175 + 29 15872.0 447.098578 406.974373 376.225175 @@ -393,7 +393,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 5 minutes 32.190 seconds) + **Total running time of the script:** ( 5 minutes 36.144 seconds) .. _sphx_glr_download_getting-started_tutorials_05-layer-norm.py: diff --git a/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt b/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt index ccacba688..94cde5de4 100644 --- a/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt +++ b/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt @@ -390,7 +390,7 @@ This is a Triton implementation of the Flash Attention algorithm .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.075 seconds) + **Total running time of the script:** ( 0 minutes 0.072 seconds) .. _sphx_glr_download_getting-started_tutorials_06-fused-attention.py: diff --git a/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt b/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt index 018c357c7..709125d22 100644 --- a/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt +++ b/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt @@ -152,7 +152,7 @@ We can also customize the libdevice library path by passing the path to the `lib .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.012 seconds) + **Total running time of the script:** ( 0 minutes 0.273 seconds) .. _sphx_glr_download_getting-started_tutorials_07-libdevice-function.py: diff --git a/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt b/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt index 7569180cf..02a8db678 100644 --- a/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt +++ b/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt @@ -5,20 +5,20 @@ Computation times ================= -**17:07.926** total execution time for **getting-started_tutorials** files: +**18:15.870** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:31.599 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 07:21.249 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:32.190 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:36.144 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:28.987 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:31.735 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:35.051 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:46.118 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_06-fused-attention.py` (``06-fused-attention.py``) | 00:00.075 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.280 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.012 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_07-libdevice-function.py` (``07-libdevice-function.py``) | 00:00.273 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_07-libdevice-function.py` (``07-libdevice-function.py``) | 00:00.012 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_06-fused-attention.py` (``06-fused-attention.py``) | 00:00.072 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index d3c7f5788..0128cd2d2 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -326,7 +326,7 @@ for different problem sizes.

size Triton Torch 0 4096.0 9.600000 9.600000 1 8192.0 19.200000 19.200000 -2 16384.0 38.400001 38.400001 +2 16384.0 31.999999 38.400001 3 32768.0 76.800002 76.800002 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 @@ -337,12 +337,12 @@ for different problem sizes.

10 4194304.0 780.190482 780.190482 11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 -13 33554432.0 842.004273 842.004273 +13 33554432.0 842.004273 843.811163 14 67108864.0 847.448255 848.362445 15 134217728.0 849.737435 850.656574 -

Total running time of the script: ( 1 minutes 35.051 seconds)

+

Total running time of the script: ( 1 minutes 46.118 seconds)

-

Total running time of the script: ( 0 minutes 0.012 seconds)

+

Total running time of the script: ( 0 minutes 0.280 seconds)